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Top Senior Data Science Jobs in Madison, WI
Travel
Lead end-to-end machine learning and advanced analytics projects: frame problems, build and deploy predictive/prescriptive models, design ETL pipelines, create dashboards and A/B test metrics, and deliver actionable insights to business stakeholders to improve fleet, pricing, and ridesharing products.
Top Skills:
BigQueryDatabricksETLEvent-Driven ArchitecturesPythonSQLStreaming DataTableau
eCommerce • Insurance • Software
Lead end-to-end development of fraud and risk ML systems: define problems, engineer features, build and evaluate models, collaborate with product and engineering, deploy with ML engineers, and monitor production performance to detect drift and trigger retraining.
Top Skills:
PythonPyTorchScikit-LearnSQLXgboost
Machine Learning • Software
As a Staff Data Scientist, you will lead initiatives to build and optimize machine learning models, collaborate across departments, and solve complex business problems using data.
Top Skills:
LlmMlSQL
Greentech
As a Data Scientist, you will build predictive models, develop software tools, and analyze geoscientific data to support mineral exploration and discovery.
Top Skills:
Cicd PipelinesCloud ComputingCollaborative Software DevelopmentData Science PackagesGeospatial AnalysesGitMachine LearningPythonVisualizations
Greentech
As a Data Scientist, you will develop predictive models, analyze geoscientific data, and collaborate with geoscientists to improve mineral exploration efforts.
Top Skills:
Cloud ComputingGeospatial AnalysisPythonSoftware Engineering
Cybersecurity
Owns the end-to-end development of cybersecurity vulnerability and exploit prediction models, including problem framing, feature engineering, training, evaluation, deployment, calibration, monitoring, and drift detection. The role addresses extreme class imbalance, hierarchical modeling, cold-start customers, and uncertainty quantification. It also requires explaining model outputs to security executives, publishing methodologies and benchmarks, and partnering with engineering to deploy reliable production systems.
Top Skills:
PythonSQL
Biotech • Pharmaceutical
Provides biostatistical data science and analytics support for clinical development and evidence generation. Collaborates with biostatistics, data management, clinical development, and medical affairs teams; applies statistics, mathematics, AI, and innovative technologies to clinical trial and real-world data. Contributes to clinical trial design, statistical analysis plans, clinical study reports, publications, and protocol development while following ICH and FDA guidelines.
Top Skills:
Generative Ai ToolsGitPythonRSAS
AdTech • Big Data • Consumer Web • Digital Media • Marketing Tech
Own end-to-end data science for a priority vertical (starting with Insurance): frame business problems, build and validate models, partner with ML engineering for deployment, monitor live ROAS performance, and drive measurable revenue and lead quality improvements.
Top Skills:
AWSCollaborative FilteringDeep LearningEmbeddingsGoogle AdsLlmsLookerLtv ModelingMeta AdsMulti-Armed BanditPythonRanking AlgorithmsRecommendation SystemsReinforcement LearningSQL
Big Data • Machine Learning • Social Impact • Software
Lead end-to-end data science projects including predictive modeling, algorithm design, and data pipelines. Build campaign-focused models (turnout, partisanship), perform exploration and visualization, translate insights into memos/presentations, collaborate with engineering to productionize models, mentor junior data scientists, and prototype emerging AI solutions for product impact.
Top Skills:
GitPythonSQL
Artificial Intelligence • Big Data • Internet of Things • Software
The Senior Data Scientist will lead innovative data science efforts, leveraging advanced analytics, visualization, and insights from complex datasets to boost productivity.
Top Skills:
PythonRScalaSQL
Software • Biotech
Lead data science projects to model clinical correlations using biomedical and assay data: assess data quality, engineer features, train and evaluate supervised and unsupervised models, build reproducible analytical pipelines, visualize and present results, and mentor junior team members.
Top Skills:
BioinformaticsBiostatisticsBootstrapping (Statistical)Data MiningData QueryingImage ProcessingMachine LearningPythonSignal ProcessingStatistics
Artificial Intelligence • Big Data • Machine Learning • Analytics • Business Intelligence • Consulting • Generative AI
Lead predictive modeling and causal inference initiatives for clients, developing models from exploratory analysis through production deployment, monitoring, and retraining. Apply GLMs, econometric methods, uplift modeling, propensity methods, and deep-learning forecasting. Process large-scale data with SQL and Spark, build models in Python, improve production reliability, and communicate findings to technical and business stakeholders in a consulting environment.
Top Skills:
SparkPythonSQL
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Artificial Intelligence • Information Technology • Machine Learning • Marketing Tech • Software • Biotech • Design
Build marketing data science models and decision systems for spend allocation, channel measurement, forecasting, experimentation, and growth optimization. Unify marketing, retail, revenue, and product data; develop dashboards and analytical products; apply AI/ML and causal inference; and translate complex analysis into actionable recommendations for executives and cross-functional teams. The role also includes improving data quality, mentoring, documentation, and technical leadership.
Top Skills:
AWSDatabricksDbtLlmsPythonSnowflakeSQL
Digital Media • News + Entertainment • Business Intelligence
Lead data science work embedded in the newsroom: identify high-impact problems, build and productionize predictive and explanatory models, own core metrics/measurement, apply causal inference and experimentation, translate findings for senior stakeholders, and mentor junior data team members to improve analytic standards and adoption.
Top Skills:
AirflowBigQueryDbtGitPythonSnowflakeSQL
Aerospace • Information Technology • Professional Services • Defense
Design and implement advanced ML models for real-time forecasting and decision support, ensure data provenance and lineage, integrate federated geospatial and multi-format data, produce ROM and quarterly cost/resource reports, and apply Agile sprint practices to deliver mission-aligned analytics for DoD/IC customers.
Top Skills:
SparkDatabricksPythonPyTorchScikit-LearnTensorFlow
AdTech • Digital Media • Information Technology • Other
As a Senior Data Scientist at Yahoo Mail, you will enhance user growth strategies via product innovation, overseeing research projects and analytics.
Top Skills:
BigQueryHadoopHiveLookerPythonSparkSQLTableau
Healthtech
Build, ship, and own end-to-end ML models for vendor matching, order routing, and supply-chain optimization. Partner with data engineering to productionize models, quantify impact, document work, and implement decision logic components toward agentic AI in a fast-moving healthcare startup environment.
Top Skills:
Agentic AiCausal InferenceGitMachine LearningOperations ResearchPythonReinforcement LearningSQL
Information Technology • Database • Consulting
Lead development of time-series and econometric models (ARIMA, VAR, state-space, WLS, panel data) and Bayesian probabilistic frameworks. Use causal inference and stochastic processes to produce actionable insights, work with large datasets on Databricks, communicate results to stakeholders, and mentor junior team members.
Top Skills:
A/B TestingArimaBayesian ModelingCausal InferenceDatabricksMachine LearningMarkov ChainsMlopsPanel Data ModelsPythonSarimaSQLState-Space ModelsStochastic ProcessesVarWls
Information Technology
Lead advanced analytics and ML projects: perform EDA, feature engineering, statistical modeling, and build/optimize production ML and Generative AI solutions (LLMs, embeddings, RAG). Collaborate with engineering and MLOps to deploy and monitor models, create visualizations and dashboards, translate insights for stakeholders, and mentor junior team members.
Top Skills:
AWSAzureCi/CdDockerEmbeddingsGCPKubernetesLlmsMlflowMlopsPower BIPrompt EngineeringPythonPyTorchRagScikit-LearnSQLTableauTensorFlowXgboost
Agency • Information Technology
Design, build, and deploy production-grade generative AI applications: orchestrate multi-agent systems, implement advanced RAG with vector DBs, fine-tune and host LLMs, optimize GenAI workflows, and deliver scalable FastAPI-based backend services with Docker and monitoring.
Top Skills:
Api SecurityAsynchronous ProgrammingCi/CdClaudeDockerEmbedding ModelsFastapiGeminiHugging FaceLangchainLanggraphLlamaLlamaindexLlm MonitoringLlm QuantizationLocal LlmsModel Fine-TuningMulti-Agent SystemsOpenaiPostgresPrompt EngineeringPythonPyTorchTensorFlowVector DatabasesVector Search
Agency • Information Technology
Design, build, and deploy production generative AI applications: orchestrate multi-agent workflows, implement advanced RAG with vector databases, integrate/benchmark LLMs, fine-tune models, and deploy scalable FastAPI-based services with monitoring, CI/CD, and Dockerized production pipelines.
Top Skills:
Async PythonCi/CdClaudeDockerEmbedding ModelsFastapiGeminiHugging FaceLangchainLanggraphLlamaLlamaindexLlm MonitoringLlm QuantizationLocal Llm DeploymentModel Fine-TuningMulti-Agent SystemsOpenaiPostgresPrompt EngineeringPythonPyTorchRagTensorFlowVector DatabasesVector Search
Agency • Information Technology
Design, build, and deploy production-grade generative AI systems: multi-agent orchestration, advanced RAG with vector databases, integrate/swap LLMs, fine-tune models, optimize prompts and latency, and containerize services with monitoring and CI/CD.
Top Skills:
Api SecurityAsynchronous ProgrammingCi/CdClaudeDockerEmbedding ModelsFastapiGeminiHugging FaceLangchainLanggraphLlamaLlamaindexLlm MonitoringLocal LlmsModel Fine-TuningMulti-Agent SystemsOpenaiPostgresPrompt EngineeringPythonPyTorchQuantizationRagTensorFlowVector Databases
Agency • Information Technology
Design, build, and scale production Generative AI systems: multi-agent orchestration, advanced RAG with vector databases, LLM integration and fine-tuning, scalable FastAPI backends, Dockerized deployment, monitoring, and GenAI optimization for latency, cost, and reliability.
Top Skills:
Async PythonCi/CdClaudeDockerEmbedding ModelsFastapiGeminiHugging FaceLangchainLanggraphLlamaLlamaindexLlm MonitoringLocal Llm DeploymentMulti-Agent Systems (Mas)OpenaiPostgresPrompt EngineeringPythonPyTorchTensorFlowVector DatabasesVector Search
Agency • Information Technology
Build, optimize, and scale production Generative AI applications. Design multi-agent systems and LangGraph workflows, implement advanced RAG with LlamaIndex and vector DBs, fine-tune and deploy LLMs, and create high-performance FastAPI async backends. Improve latency, cost, and reliability, containerize services with Docker, and manage monitoring, API security, and CI/CD for ML deployments.
Top Skills:
Api SecurityAsync PythonCi/CdClaudeDockerEmbedding ModelsFastapiGeminiHugging FaceLangchainLanggraphLlamaLlamaindexLlm MonitoringLlm Quantization/HostingLocal Model DeploymentModel Fine-TuningMulti-Agent SystemsOpenaiPostgresPrompt EngineeringPythonPyTorchTensorFlowVector DatabasesVector Search
Agency • Information Technology
Design, build, and productionize generative AI solutions: advanced Python development, LLM prompt engineering and fine-tuning, agent frameworks, RAG pipelines with vector DBs, API and cloud deployment, MLOps/LLMOps, model evaluation and Responsible AI practices, and translate business needs into scalable AI applications.
Top Skills:
AdkAWSAzureETLFaissFastapiFine-TuningGCPLangchainLanggraphLlmsMicroservicesMlopsPineconePrompt EngineeringPythonRestRetrieval-Augmented Generation (Rag)Streaming
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